2 papers
eess.SY2026
TRASE-NODEs: Trajectory Sensitivity-aware Neural Ordinary Differential Equations for Efficient Dynamic Modeling
Fatima Al-Janahi, Min-Seung Ko, Hao Zhu
Modeling dynamical systems is crucial across the science and engineering fields for accurate prediction, control, and decision-making. Recently, machine learning (ML) approaches, p…
eess.SY2026
Carbon-aware Market Participation for Building Energy Management Systems
Young-ho Cho, Mohamad Chehade, Fatima Al-Janahi +3
Tackling climate change requires the rapid and deep decarbonization of electric power systems. While energy management systems (EMSs) play a central role in this transition, conven…